---
title: "ggplot2 Diamonds Explorer"
output: 
  flexdashboard::flex_dashboard:
    orientation: columns
    social: menu
    source_code: embed
---

```{r global, include=FALSE}
# load data in 'global' chunk so it can be shared by all users of the dashboard
library(tidyverse)
library(mgcv)
library(plotly)
# this is needed for Shiny
# dataset <- diamonds
data <- diamonds
```

### Diamonds

```{r}
#Set diamonds to 2000 rows
dataset <- data[sample(nrow(data), 2000), ] 

#Create P object to hold ggplot output
  p <- ggplot(dataset, aes(x=carat, y=cut)) + geom_point()
  
  p <- p + aes(color=color)
  
  p <- p + facet_grid(color ~ clarity)
  
  p <- p + geom_jitter()

  p <- p + geom_smooth()

#This resizes the page and makes interactive!
ggplotly(p)
```